Indoor Navigation Algorithm Based on a Smartphone Inertial Measurement Unit and Map Matching

09/24/2021
by   Taewon Kang, et al.
0

We propose an indoor navigation algorithm based on pedestrian dead reckoning (PDR) using an inertial measurement unit in a smartphone and map matching. The proposed indoor navigation system is user-friendly and convenient because it requires no additional device except a smartphone and works with a pedestrian in a casual posture who is walking with a smartphone in their hand. Because the performance of the PDR decreases over time, we greatly reduced the position error of the trajectory estimated by PDR using a map matching method with a known indoor map. To verify the proposed indoor navigation algorithm, we conducted an experiment in a real indoor environment using a commercial Android smartphone. The performance of our algorithm was demonstrated through the results of the experiment.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
08/09/2019

RuDaCoP: The Dataset for Smartphone-based Intellectual Pedestrian Navigation

This paper presents the large and diverse dataset for development of sma...
research
10/16/2022

Indoor Smartphone SLAM with Learned Echoic Location Features

Indoor self-localization is a highly demanded system function for smartp...
research
03/08/2022

Featured Trajectory Generation for TrackPuzzle

Indoor route graph learning is critically important for autonomous indoo...
research
11/21/2020

Deep Smartphone Sensors-WiFi Fusion for Indoor Positioning and Tracking

We address the indoor localization problem, where the goal is to predict...
research
01/12/2016

Novel velocity model to improve indoor localization using inertial navigation with sensors on a smartphone

We present a generalized velocity model to improve localization when usi...
research
08/20/2019

Indoor Navigation Using Information From A Map And A Rangefinder

The problem of indoor navigation of mobile objects, using a map and meas...
research
05/29/2020

An Efficient Indoor Navigation Technique To Find Optimal Route For Blinds Using QR Codes

Blind navigation is an accessibility application that enables blind to u...

Please sign up or login with your details

Forgot password? Click here to reset